DEV Community

# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases
aakanksha02 profile

The Cost-Based Revolution: Why Hybrid Search Optimization is the Missing Piece in Vector Databases

#elasticsearch #rag #vectordatabase
1
Comments
8 min read
Why Real-Time Analytics Can’t Depend on Cloud in 2026
hitjethva profile

Why Real-Time Analytics Can’t Depend on Cloud in 2026

#cloud #analytics #vectordatabase
12
Comments
14 min read
PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)
akki907 profile

PageIndex vs Vector RAG: Why Reasoning-Based Retrieval Achieves 98.7% Accuracy (Not 31%)

#ai #rag #vectordatabase #agents
3
Comments
8 min read
How a RAG Agent Helped My Father's Shoulder Treatment (And Saved â‚ą30,000).
jaskirat_singh profile

How a RAG Agent Helped My Father's Shoulder Treatment (And Saved â‚ą30,000).

#ai #vectordatabase #rag #insurance
4
Comments
5 min read
Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications
zeroshotanu profile

Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications

#ai #langchain #vectordatabase #rag
9
Comments 2
5 min read
Why Feature Stores Didn't Fix Training–Serving Skew
synapcores profile

Why Feature Stores Didn't Fix Training–Serving Skew

#machinelearning #rag #vectordatabase #mlops
1
Comments
4 min read
How I sped up HNSW construction ~2.7x
orneryd profile

How I sped up HNSW construction ~2.7x

#vectordatabase #hnsw #rag #indexing
1
Comments
4 min read
Vectors, embeddings, and search: an intuition-first guide
las_pico profile

Vectors, embeddings, and search: an intuition-first guide

#ai #vectordatabase #machinelearning #deeplearning
3
Comments
6 min read
Agentic Vector Search: Building a Production-Grade AI Assistant with Elasticsearch
shreyash_pore profile

Agentic Vector Search: Building a Production-Grade AI Assistant with Elasticsearch

#semanticsearch #vectordatabase #vectorsearchwithelastic #vectorsearch
1
Comments
3 min read
The Two-Brain Architecture: Decoupling Recall from Learning
mudiazuwa profile

The Two-Brain Architecture: Decoupling Recall from Learning

#llm #agents #vectordatabase
Comments
2 min read
What's Changing in Vector Databases in 2026
techwithpraisejames profile

What's Changing in Vector Databases in 2026

#vectordatabase #database #vectoraidb
38
Comments 5
20 min read
Distilling Knowledge into Tiny LLMs
davidmezzetti profile

Distilling Knowledge into Tiny LLMs

#ai #llm #rag #vectordatabase
1
Comments
3 min read
From RAG to Agents: How TiDB Powers Modern AI Applications
codewithveek profile

From RAG to Agents: How TiDB Powers Modern AI Applications

#ai #agents #vectordatabase #sql
5
Comments
11 min read
Codebase Intelligence
nancy_kataria profile

Codebase Intelligence

#ai #rag #vectordatabase
Comments
1 min read
Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes
derrickryangiggs profile

Oracle AI Vector Search: Querying Vectors and Optimizing with Indexes

#oracledatabase #vectordatabase #vectorindexes #queryoptimisation
1
Comments
7 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.